MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22801
Prashantsingh1234
MCPDischarge Claim
A cross-department MCP server system for hospital discharge coordination, enabl…
C 63 33 60 N/A N/A 25 95
22802
Nicolasvegam
garmin-connect-mcp Claim 1
An MCP server that provides access to Garmin Connect fitness, health, and train…
C 63 44 73 55 32 81
22803
v0idhrt
A Telegram-integrated MCP server that enables remote control of Claude sessions…
C 63 33 48 N/A N/A 44 95
22804
theYahia
mango-office-mcp Claim 1
MCP server for Mango Office — cloud PBX, call management (Russia)
C 63 33 49 N/A N/A 58 83
22805
jonaolden
tabular-mcp
C 63 33 54 N/A N/A 36 95
22806
etep82
JPI MCP Server Claim 1
Enables AI assistants to interact with the Just Plan It (JPI) job scheduling an…
C 63 44 78 55 32 76
22807 C 63 33 60 N/A N/A 25 95
22808
isaacphi
MCP Language Server helps MCP enabled clients navigate codebases more easily by…
C 63 43 64 27 N/A 76 90
22809
GUCCI-atlasv
skillssafe-mcp Claim
Free AI agent skill security scanner. Scan SKILL.md, MCP configs, and system pr…
C 63 44 60 55 54 83
22810
besoeasy
open-skills Claim
Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-…
C 63 33 58 N/A N/A 27 95
22811
exponentlabshq
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
C 63 44 78 61 16 81
22812
yzfly
MCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP Clients
C 63 33 48 N/A N/A 46 95
22813
Jbelieve
AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and ski…
C 63 33 62 N/A N/A 37 83
22814
deflang
infura-mcp Claim
Query blockchains with plain English — instant, structured, and developer-frien…
C 63 44 76 41 48 81
22815
call518
MCP-OpenStack-Ops Claim
A comprehensive MCP server providing OpenStack project management and monitorin…
C 63 43 64 41 60 87
22816
Siddharthablog
mcp-mstp Claim
An MCP server that enforces the Microsoft Manual of Style (MSTP) rules. It extr…
C 63 33 42 N/A N/A 54 95
22817
AnglerfishChess
chess-uci-mcp Claim
An MCP bridge that provides an interface to UCI-compatible chess engines like S…
C 63 43 64 41 N/A 52 92
22818
Dokujaa
Enables Claude Desktop to control and interact with the Godot Engine editor thr…
C 63 43 80 43 N/A 18 95
22819
lev-corrupted
Enables trading analysis across Forex, Stocks, and Crypto with 25+ technical in…
C 63 44 54 46 75 82
22820
istarwyh
MCP Advisor Claim
A discovery and recommendation service that helps AI assistants find Model Cont…
C 63 44 60 41 74 81
22821
physics91
Provides seamless access to 200+ AI models through OpenRouter's unified API, fe…
C 63 44 64 43 66 81
22822
kai-builder
Stacks MCP Server Claim 1
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
C 63 43 42 63 N/A 62 90
22823
wjc9011
COMSOL MCP Server Claim 1
Enables AI agents to automate multiphysics simulations in COMSOL Multiphysics, …
C 63 43 78 28 N/A 46 92
22824
UpstageAI
MCP-Upstage-Server Claim
Enables document processing through Upstage AI services including parsing vario…
C 63 44 90 37 29 81
22825
YuzeHao2023
A curated list of Model Context Protocol (MCP) servers
C 63 33 48 N/A N/A 46 95
22826
zekozhang
mcp-remote-static Claim
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
C 63 44 62 43 67 80
22827
maydali28
memcp Claim
Persistent memory MCP server that allows Claude to store, organize, and retriev…
C 63 43 60 31 N/A 74 92
22828
IMAGIN-studio
Semantic search over IMAGIN.studio API documentation — CDN, API, integration gu…
C 63 33 54 N/A N/A 37 95
22829 C 63 33 48 N/A N/A 47 95
22830
Bdata0
Enables hotel booking operations through the Exely Distribution API via natural…
C 63 44 66 73 22 81
22831
MingHuiLiu
Enables AI assistants to interact with running Godot 4 C# games in real-time, p…
C 63 33 48 N/A N/A 44 95
22832
blacktop
ida-mcp-rs Claim
Headless IDA Pro MCP Server
C 63 43 56 32 N/A 78 92
22833
wxhzhwxhzh
DrissionPageMCP Claim
Provides browser automation via DrissionPage and FastMCP, enabling AI to contro…
C 63 43 66 55 N/A 36 87
22834
Azure
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your …
C 63 43 60 30 N/A 73 92
22835
patelnav
Facilitates real-time tool discovery and documentation retrieval for command-li…
C 63 43 60 68 N/A 21 92
22836
yoelbassin
GnuRadio Claim
GnuRadio
C 63 43 56 51 N/A 50 95
22837
Algovate
XHS MCP Claim
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
C 63 43 54 43 N/A 62 95
22838
PolyNeural-ai
Provides AI agents with persistent memory and knowledge management through a co…
C 63 44 60 72 34 81
22839
richlira
Compass MCP Claim
A shared operational layer that synchronizes tasks and project contexts across …
C 63 33 54 N/A N/A 34 95
22840
sachicali
Enable interaction with Discord through a selfbot interface using the Model Con…
C 63 33 54 N/A N/A 35 95
22841
CloudWaddie
OSINT MCP Server Claim 1
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
C 63 44 60 75 30 80
22842
Geddart
RV MCP Server Claim
Bridges AI assistants to Autodesk RV for managing media review sessions through…
C 63 43 72 32 N/A 64 84
22843
indrasishbanerjee
AEM MCP Server Claim 1
A Model Context Protocol server for Adobe Experience Manager that provides REST…
C 63 44 69 42 59 81
22844
strangeadvancedmarketing
Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes…
C 63 43 84 0 N/A 78 89
22845
datafe
Enables AI agents to generate chart visualizations by interacting with QuickCha…
C 63 44 72 51 42 81
22846
BACH-AI-Tools
Excel MCP Server Claim
Enables AI agents to create, read, and modify Excel workbooks without requiring…
C 63 44 74 41 51 81
22847
theYahia
cbr-mcp Claim 1
MCP server for Central Bank of Russia API — currency rates, key rate, precious …
C 63 33 51 N/A N/A 58 83
22848
NERVsystems
cotlib Claim
cotlib is a secure, high-performance Go library for parsing, validating, and ge…
C 63 43 64 30 N/A 66 92
22849
sinmb79
Commerce-MCP Claim
Enables natural-language control of e-commerce operations including product man…
C 63 33 48 N/A N/A 47 95
22850
garylab
serper-mcp-server Claim 1
A Serper MCP Server
C 63 44 51 71 N/A 51 81
Showing 22801–22850 of 67226 servers
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